opentrace

概述

OpenTrace 提供一个专为 AI 编码助手设计的自托管可观察性解决方案。它具有专为生产环境优化的自定义列式日志存储，可在 $4/月的虚拟机上运行。该系统捕获详细的应用指标、错误和追踪数据，通过 MCP 工具向 AI 代理展示，无需传统仪表板。这使 AI 助手能够直接调查生产问题、分析性能瓶颈并理解系统行为，而无需上下文切换。

试试问 AI

装完之后，这里有 5 个你可以让 AI 做的事：

• logs

  Full-text log search, distributed trace assembly, N+1 detection

  试试:Show me logs from the last hour with level ERROR试试:Find traces for slow payments endpoint试试:Compare error rates between last week and this week
• errors

  Error grouping by fingerprint, user impact scoring, stack traces

  试试:What errors are happening in production?试试:Investigate the most frequent error试试:Show me errors affecting users in the last hour
• database

  Postgres introspection, EXPLAIN plans, lock and connection analysis

  试试:Why is the payments query slow?试试:Check for N+1 queries in the checkout process试试:Analyze index usage on the orders table
• watches

  Threshold alerts on error rate, latency, request volume

  试试:Set up a watcher for checkout error rate > 1%试试:Show me all active alerts试试:Dismiss the database connection alert
• overview

  System health, alerts, incident timeline, settings

  试试:What's the current system status?试试:Show me the incident timeline for today试试:Diagnose high memory usage
• analytics

  Traffic patterns, endpoint performance, time-series analysis

  试试:Show me traffic patterns for the last 24 hours试试:Which endpoints are slowest?试试:Show me a heatmap of API usage by time
• code

  Code risk scores, test generation, blast radius

  试试:What's the risk score for modifying this file?试试:Generate tests for the most common production errors试试:Show me the blast radius for this change
• healthchecks

  HTTP endpoint monitoring with uptime tracking

  试试:Show me health check status for all endpoints试试:Create a health check for the API试试:What's the uptime for the checkout endpoint?
• servers

  Server and process metrics (CPU, memory, GC)

  试试:Show me server metrics试试:What's the CPU usage?试试:Check for high memory usage
• connectors

  Manage database connectors (Postgres, MySQL, etc.)

  试试:List all database connectors试试:Create a new database connector试试:Test the production database connection
• setup

  SDK setup assistant — detects framework, provides config

  试试:Set up opentrace for my project试试:Configure opentrace for my Node.js app试试:Help me install the SDK
• deep_capture

  Per-request deep capture: SQL, HTTP, emails, audit trail

  试试:Show me SQL captures for slow queries试试:Find audit trail entries for user deletion试试:Get PII configuration settings

可对比工具

安装

ssh root@your-server
curl -fsSL https://raw.githubusercontent.com/adham90/opentrace/main/scripts/install.sh | bash

docker run -d --name opentrace \
  -p 8080:8080 \
  -v opentrace-data:/data \
  -e OPENTRACE_LISTEN_ADDR=0.0.0.0:8080 \
  ghcr.io/adham90/opentrace:latest

{
  "mcpServers": {
    "opentrace": {
      "command": "npx",
      "args": ["@opentrace-sdk/mcp"],
      "env": {
        "OPENTRACE_URL": "https://your-server.com",
        "OPENTRACE_API_KEY": "your-api-key"
      }
    }
  }
}

FAQ

OpenTrace 如何与我现有的应用程序集成？

OpenTrace 提供 Ruby 和 Node.js 的 SDK，捕获结构化日志、请求生命周期数据、错误追踪和运行时指标 - 所有数据都通过异步 I/O 作为平面 JSON 发送，不会阻塞您的应用程序。

OpenTrace 可以捕获应用程序的哪些数据？

SDK 捕获详细的请求生命周期数据，包括带有 EXPLAIN 计划的 SQL 查询、外部 API 调用、缓存命中/未命中、视图渲染时间、电子邮件发送、文件操作和审计跟踪 - 所有数据都包含在一个日志条目中。

Hacker News 讨论

开发者社区最近的相关讨论。

• Show HN: OpenTrace – Self-hosted observability server with 75 MCP tools▲ 3💬 1
  帖子 by adham900 · 2026-02-26

opentrace 对比